Improved Wi-Fi RSSI measurement for indoor localization

W Xue, W Qiu, X Hua, K Yu - IEEE Sensors Journal, 2017 - ieeexplore.ieee.org
… This paper presented the RSSI extraction algorithm for Wi-Fi indoor localization. The
algorithm is based on the analysis of the characteristics of RSSI and the selection of a number of …

An enhanced WiFi indoor localization system based on machine learning

AH Salamah, M Tamazin, MA Sharkas… - … conference on indoor …, 2016 - ieeexplore.ieee.org
… The main goals of this paper are to enhance the accuracy of the WiFi indoor localization
systems based on machine learning approach and to reduce the required computational cost …

WiDeep: WiFi-based accurate and robust indoor localization system using deep learning

M Abbas, M Elhamshary, H Rizk… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
WiFi fingerprinting. However, due to the inherent noise and instability of the wireless signals,
the localization … We present WiDeep, a deep learning-based indoor localization system that …

High accuracy indoor localization: A WiFi-based approach

C Chen, Y Chen, HQ Lai, Y Han… - 2016 IEEE international …, 2016 - ieeexplore.ieee.org
… , we propose a Wi-Fi-based time-reversal indoor positioning system (WiFi-TRIPS) using
the location-specific fingerprints generated by CSIs with a total bandwidth of 1 GHz. WiFi-TRIPS …

CiFi: Deep convolutional neural networks for indoor localization with 5 GHz Wi-Fi

X Wang, X Wang, S Mao - 2017 IEEE International Conference …, 2017 - ieeexplore.ieee.org
… CiFi, a DCNN based system for indoor localization with 5GHz Wi-Fi. We first analytically
and experimentally verified the feasibility of using AOA values for indoor localization. We then …

CSI-based indoor localization

K Wu, J Xiao, Y Yi, D Chen, X Luo… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
… Abstract—Indoor positioning systems have received increasing attention for supporting
location-based services in indoor environments. WiFi-based indoor localization has been …

Survey on indoor localization system and recent advances of WIFI fingerprinting technique

C Basri, A El Khadimi - 2016 5th international conference on …, 2016 - ieeexplore.ieee.org
indoor localization due to several advantages. It doesn’t require any line of sight and can
locates the position of almost every Wi-Fi … at one or more receiving terminals WiFi. This wave is …

Integrated statistical test of signal distributions and access point contributions for Wi-Fi indoor localization

M Zhou, Y Li, MJ Tahir, X Geng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… , we propose a new Wi-Fi indoor localization approach based on the integrated … localization
accuracy. Specifically, by considering the diversity of Wi-Fi signal distributions in the indoor

Ariel: Automatic wi-fi based room fingerprinting for indoor localization

Y Jiang, X Pan, K Li, Q Lv, RP Dick… - Proceedings of the …, 2012 - dl.acm.org
… most related to ours, focusing on indoor localization techniques based on Wi-Fi signals.
We also discuss works that aim to reduce the effort of fingerprint collection for indoor localization. …

Machine learning based indoor localization using Wi-Fi RSSI fingerprints: An overview

N Singh, S Choe, R Punmiya - IEEE access, 2021 - ieeexplore.ieee.org
indoor localization using RSSI-based Wi-Fi fingerprints and present corresponding potential
solutions. It can help readers direct their research toward solving such important localization